Other packages > Find by keyword >

TSLA  

Tree-Guided Rare Feature Selection and Logic Aggregation
View on CRAN: Click here


Download and install TSLA package within the R console
Install from CRAN:
install.packages("TSLA")

Install from Github:
library("remotes")
install_github("cran/TSLA")

Install by package version:
library("remotes")
install_version("TSLA", "0.1.2")



Attach the package and use:
library("TSLA")
Maintained by
Jianmin Chen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-02-10
Latest Update: 2025-03-17
Description:
Implementation of the tree-guided feature selection and logic aggregation approach introduced in Chen et al. (2024) <doi:10.1080/01621459.2024.2326621>. The method enables the selection and aggregation of large-scale rare binary features with a known hierarchical structure using a convex, linearly-constrained regularized regression framework. The package facilitates the application of this method to both linear regression and binary classification problems by solving the optimization problem via the smoothing proximal gradient descent algorithm (Chen et al. (2012) <doi:10.1214/11-AOAS514>).
How to cite:
Jianmin Chen (2025). TSLA: Tree-Guided Rare Feature Selection and Logic Aggregation. R package version 0.1.2, https://cran.r-project.org/web/packages/TSLA. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:27), 0.1.1 (2025-02-10 12:30)
Other packages that cited TSLA R package
View TSLA citation profile
Other R packages that TSLA depends, imports, suggests or enhances
Complete documentation for TSLA
Functions, R codes and Examples using the TSLA R package
Full TSLA package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA